Triple
T16684868
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marine Tactical Air Command Squadron |
E405434
|
entity |
| Predicate | doctrine |
P450
|
FINISHED |
| Object | Marine Corps Warfighting Publication on aviation command and control |
E396971
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Marine Corps Warfighting Publication on aviation command and control | Statement: [Marine Tactical Air Command Squadron, doctrine, Marine Corps Warfighting Publication on aviation command and control]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marine Corps Warfighting Publication on aviation command and control Context triple: [Marine Tactical Air Command Squadron, doctrine, Marine Corps Warfighting Publication on aviation command and control]
-
A.
Marine Corps Warfighting Publication 3-20 (Aviation Operations)
chosen
Marine Corps Warfighting Publication 3-20 (Aviation Operations) is a doctrinal manual that outlines the principles, organization, and employment of United States Marine Corps aviation in support of Marine Air-Ground Task Force operations.
-
B.
Marine Corps aviation combat element command and control system
The Marine Corps aviation combat element command and control system is the integrated network of units, sensors, and communications that plans, directs, and coordinates all Marine aviation operations in support of the Marine Air-Ground Task Force.
-
C.
Marine Corps Warfighting Publication on reconnaissance and security
The Marine Corps Warfighting Publication on reconnaissance and security is an official doctrinal manual that outlines the concepts, tactics, and employment of Marine reconnaissance and security forces, particularly light armored reconnaissance units, in support of Marine Air-Ground Task Force operations.
-
D.
Battle Management Command, Control and Communications
Battle Management Command, Control and Communications is a U.S. Space Force component focused on integrating and directing space operations through advanced command, control, and communications systems.
-
E.
Marine Corps Warfighting Publication 3-40.7
Marine Corps Warfighting Publication 3-40.7 is an official United States Marine Corps doctrinal manual that provides guidance on the organization, employment, and operations of a Marine expeditionary force.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8838c28748190b3f5967c743940ab |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37d71a66881908c8d06cc074fdf29 |
completed | April 18, 2026, 12:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a008a422f8c8190873fd7089df8fbd4 |
completed | May 10, 2026, 1:38 p.m. |
Created at: April 10, 2026, 5:19 a.m.